The same glitch looks different depending on the terrain. Finance, medicine, a
relationship, a team — same mechanism, different costume.
Finance & investing
Investors in calm markets create aggressive risk-tolerance profiles, underestimating how panic during a crash will override their stated long-term commitment to staying invested. Conversely, after a market downturn, investors sell at lows because they cannot imagine the fear subsiding and confidence returning.
Medicine & diagnosis
Physicians in comfortable, pain-free states tend to underestimate patients' reported pain levels, leading to under-treatment. Healthy individuals making advance healthcare directives consistently underestimate their desire for life-prolonging treatment, preferences that often reverse dramatically when they actually face a serious diagnosis.
Education & grading
Teachers who find a subject intuitive struggle to understand why students are anxious or confused, leading to pacing that is too fast and explanations that skip foundational steps. Students studying while calm underestimate how test anxiety will impair their recall and performance under pressure.
Relationships
Partners who have resolved their anger after an argument dismiss the other person's lingering hurt as an overreaction. People who have overcome grief or heartbreak become less sympathetic to friends going through similar losses, having lost visceral access to the intensity of the emotional state.
Tech & product
Product teams designing interfaces in calm office settings fail to account for users operating under stress, time pressure, or emotional distress, resulting in workflows that are usable in testing but break down in real-world crisis scenarios. Error messages designed by engineers who know the system feel cryptic and anxiety-inducing to confused users.
Workplace & hiring
Managers who are not currently overworked assign unrealistic deadlines, unable to fully appreciate how cognitive fatigue and stress degrade their team's output. HR professionals designing bereavement policies while emotionally neutral may underestimate the duration and intensity of employees' grief.
Politics Media
Policymakers who have never experienced poverty design welfare systems with rational compliance requirements that presuppose calm, organized decision-making — conditions often absent in the lives of people under severe economic stress. Comfortable citizens judge desperate migrants harshly, unable to simulate the visceral fear and desperation driving their choices.